Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-16 0.223156 0.248566 0.276774 0.310616 0.350385 0.395975 0.452682
2025-02-23 0.181842 0.215679 0.256726 0.311053 0.382424 0.475013 0.607765
2025-03-02 0.150873 0.186306 0.231859 0.296344 0.388121 0.518901 0.729316
2025-03-09 0.133386 0.170010 0.219331 0.293126 0.405598 0.579890 0.892628
2025-03-16 0.121152 0.158481 0.210725 0.292679 0.425345 0.647358 1.090050
2025-03-23 0.112038 0.149866 0.204613 0.294177 0.447382 0.723158 1.334241
2025-03-30 0.100628 0.136608 0.189860 0.279506 0.438850 0.741091 1.466088
2025-04-06 0.091698 0.126121 0.178092 0.267866 0.433160 0.762508 1.616222
2025-04-13 0.084591 0.117739 0.168707 0.258881 0.430525 0.789192 1.794205
2025-04-20 0.081346 0.114969 0.167902 0.264544 0.456873 0.885937 2.230983
2025-04-27 0.079279 0.113823 0.169553 0.274721 0.494281 1.021069 2.906480
2025-05-04 0.077248 0.112531 0.170765 0.284154 0.532115 1.172112 3.812799
2025-05-11 0.075220 0.111169 0.171871 0.293889 0.573902 1.355834 5.162200
2025-05-18 0.071770 0.107192 0.168011 0.293195 0.591184 1.476392 6.432291
2025-05-25 0.066812 0.100333 0.158392 0.279389 0.573084 1.475435 6.950349
2025-06-01 0.063750 0.096538 0.154092 0.276370 0.582390 1.574730 8.470504
2025-06-08 0.061287 0.093617 0.151166 0.275945 0.598617 1.708952 10.766364
2025-06-15 0.059248 0.091303 0.149181 0.277325 0.620243 1.878175 14.259253
2025-06-22 0.055618 0.085963 0.141018 0.263781 0.596187 1.843233 15.008397
2025-06-29 0.052557 0.081505 0.134312 0.253021 0.578818 1.833297 16.242514
2025-07-06 0.049976 0.077796 0.128859 0.244706 0.567586 1.848841 18.146279
2025-07-13 0.049047 0.077027 0.129134 0.249948 0.599329 2.092200 27.058442
2025-07-20 0.048584 0.077079 0.131038 0.259360 0.647120 2.462950 47.578795